XCS classifier system with experience replay

Author:

Stein Anthony1,Maier Roland2,Rosenbauer Lukas3,Hähner Jörg2

Affiliation:

1. University of Hohenheim, Germany

2. University of Augsburg, Germany

3. BSH Home Appliances, Germany

Publisher

ACM

Reference55 articles.

1. Marcin Andrychowicz Filip Wolski Alex Ray Jonas Schneider Rachel Fong Peter Welinder Bob McGrew Josh Tobin Pieter Abbeel and Wojciech Zaremba. 2017. Hindsight experience replay. In Advances in neural information processing systems. 5048--5058. Marcin Andrychowicz Filip Wolski Alex Ray Jonas Schneider Rachel Fong Peter Welinder Bob McGrew Josh Tobin Pieter Abbeel and Wojciech Zaremba. 2017. Hindsight experience replay. In Advances in neural information processing systems. 5048--5058.

2. Improving the scalability of rule-based evolutionary learning

3. The stability of long action chains in XCS

4. Accuracy-Based Learning Classifier Systems: Models, Analysis and Applications to Classification Tasks

5. Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang and Wojciech Zaremba. 2016. OpenAI Gym. arXiv:arXiv:1606.01540 Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang and Wojciech Zaremba. 2016. OpenAI Gym. arXiv:arXiv:1606.01540

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1. XCS with dynamic sized experience replay for memory constrained applications;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

2. XCS: Is Covering All You Need?;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

3. The Adaptation Mechanism of Chameleon - A Comprehensive Adaptive Middleware for Mixed-Critical Cyber-Physical Networks;2024 IEEE 27th International Symposium on Real-Time Distributed Computing (ISORC);2024-05-22

4. LCT-DER: Learning Classifier Table with Dynamic-Sized Experience Replay for Run-time SoC Performance-Power Optimization;Proceedings of the Companion Conference on Genetic and Evolutionary Computation;2023-07-15

5. Anticipatory Classifier System With Episode-Based Experience Replay;IEEE Access;2023

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